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In summary, our proposed framework improves the F1-score by 5.38 (on average) when compared with direct deployment. For example, using i2b2-2014 as the training dataset and i2b2-2006 as the test, the proposed framework increases the F1-score from 76.61 to 85.41 (+8.8). The method also increases the F1-score by 10.86 for mimic-radiology and mimic-discharge.

Our work demonstrates an effective self-training framework to boost the domain adaptation performance for the de-identification task for electronic health records.

Our work demonstrates an effective self-training framework to boost the domain adaptation performance for the de-identification task for electronic health records.Patients with essential tremor (ET) frequently develop concurrent dementia, which is often assumed to represent co-morbid Alzheimer disease (AD). Autopsy studies have identified a spectrum of tau pathologies in ET and tau isoforms have not been examined in ET. We performed immunoblotting using autopsy cerebral cortical tissue from patients with ET (n = 13), progressive supranuclear palsy ([PSP], n = 10), Pick disease ([PiD], n = 2), and AD (n = 7). Total tau in ET samples was similar to that in PSP and PiD but was significantly lower than that in AD. Abnormal tau levels measured using the AT8 phospho-tau specific (S202/T205/S208) monoclonal antibody in ET were similar to those in PSP but were lower than in PiD and AD. In aggregates, tau with 3 microtubule-binding domain repeats (3R) was significantly higher in AD than ET, while tau with 4 repeats (4R) was significantly higher in PSP. Strikingly, the total tau without N-terminal inserts in ET was significantly lower than in PSP, PiD, and AD, but total tau with other N-terminal inserts was not. Monomeric tau with one insert in ET was similar to that in PSP and PiD was lower than in AD. Thus, ET brains exhibit an expression profile of tau protein isoforms that diverges from that of other tauopathies.Skeletal muscle atrophy may occur with disease, injury, decreased muscle use, starvation, and normal aging. No reliably effective treatments for atrophy are available, thus research into the mechanisms contributing to muscle loss is essential. learn more The ERG1A K+ channel contributes to muscle loss by increasing ubiquitin proteasome proteolysis (UPP) in the skeletal muscle of both unweighted and cachectic mice. Because the mechanisms which produce atrophy vary based upon the initiating factor, here we investigate atrophy produced by denervation. Using immunohistochemistry and immunoblots, we demonstrate that ERG1A protein abundance increases significantly in the Gastrocnemius muscle of rodents 7 days after both sciatic nerve transection and hind limb unweighting. Further, we reveal that ectopic expression of a Merg1a encoded plasmid in normal mouse Gastrocnemius muscle has no effect on activity of the NFκB transcription factor family, a group of proteins which contribute to muscle atrophy by modulation of the UPP. Further, although NFκB activity increases significantly after denervation, we show that expression of a plasmid encoding a dominant negative Merg1a mutant in Gastrocnemius muscle prior to denervation, has no effect on NFκB activity. Thus, although the ERG1A K+ channel increases UPP, it does not do so through modulation of NFκB transcription factors.Microglial activation during critical phases of brain development can result in short- and long-term consequences for neurological and psychiatric health. Several studies in humans and rodents have shown that microglial activation, leading to a transition from the homeostatic state toward a proinflammatory phenotype, has adverse effects on the developing brain and neurodevelopmental disorders. Targeting proinflammatory microglia may be an effective strategy for protecting the brain and attenuating neurodevelopmental disorders induced by inflammation. In this review we focus on the role of inflammation and the activation of immature microglia (pre-microglia) soon after birth in prematurity-associated neurodevelopmental disorders, and the specific features of pre-microglia during development. We also highlight the relevance of immunomodulatory strategies for regulating activated microglia in a rodent model of perinatal brain injury. An original neuroprotective approach involving a nanoparticle-based therapy and targeting microglia, with the aim of improving myelination and protecting the developing brain, is also addressed.Social networking sites (SNSs) provide opportunities for health and nutrition communication. Data are lacking on whether these SNSs influence Thai parent's food provisioning to young children. In the current study, we examined the prevalence and characteristics of Thai parents who reported participating in child food and nutrition-SNSs and investigated the association between participation in these sites and parents' perceptions and feeding practices. A sample of 379 Thai parents completed a survey about the use of child food and nutrition-SNSs, and feeding practices and child eating behavior. Around 70% of participants, especially female millennials with their first child, have participated in SNSs that provide information about children's diets. High engagement was more common among younger and less educated participants, as well as rural dwellers and those with abnormal body mass index. Among these SNSs' participants, those with higher engagement had higher levels of trust in the nutritional information shared on SNSs. Further analyses showed that parents who have joined these sites had positive associations with not only providing children with more fresh fruits and vegetable but also more processed meats. Further investigations are needed to explore the information these SNSs provided and what influences they have on parents' perceptions around feeding children.

The aim of this study was to report the outcomes of open or hybrid repair of failed thoraco-abdominal aortic aneurysm endovascular treatment with Multilayer Flow Modulator (MFM) stents.

All patients who underwent open or hybrid repair of a failed MFM aortic treatment were retrospectively analysed. Perioperative and postoperative data, as well as midterm survival, were assessed.

Between 2013 and 2020, 39 patients received an open or hybrid conversion after endovascular treatment. link2 Five of them [13%; 4 males; median age 68 years (interquartile range 66-76)] were previously treated with aortic MFM stents (Cardiatis, Isnes, Belgium). Among these, the median interval between index repair and conversion was 84 months (interquartile range 75-84). The median aneurysm diameter was 9.6 cm (interquartile range 8-10). link3 Renovisceral vessels steno-occlusion was highly prevalent 2 renal arteries were occluded; 3 coeliac trunks, 2 renal arteries and 1 superior mesenteric artery had a >70% ostial stenosis. Open standar prognosis due to both the impaired preoperative patient's status and the surgical complexity in the presented series.

This study examines firework-associated head and neck injuries in the United States from 2008 to 2017 obtained from a single epidemiology source.

The National Electronic Surveillance System was used to collect epidemiologic data and retrospectively analyze firework-associated injuries from 2008 to 2017. Injury types included burns, concussions, contusions, foreign bodies, hematomas, internal organ injury, lacerations, and puncture wounds. 431 individuals were originally included, however, 14 participants were excluded due to inadequate injury information. Chi-squared analyses were performed between the following categorical variables gender versus body part injured, patient age versus injury type, and patient age versus body part injured.

417 injuries to the head and neck (67.4% male, 32.6% female) were treated in National Electronic Surveillance System-reporting emergency departments during the 10-year period. 69% of the injuries occurred in July. Body parts injured included the ear (10.6%), face (61.6%), head (13.0%), mouth (4.8%), and neck (10.0%). Chi-squared analysis demonstrated an association between gender and body part injured (p=0.0001). Patient age (p=0.066) was independent of injury type. Children aged 0-12 years had the highest probability of being injured (40.2%), then adults 22+ (33.1%) and adolescents 13-21 years (26.9%).

Given that the preponderance of injuries caused by fireworks occurred primarily in minors, pediatricians should screen for any household firework use during the anticipatory guidance portion of well-child checks, which we believe would improve patient safety and decrease injury rates.

Given that the preponderance of injuries caused by fireworks occurred primarily in minors, pediatricians should screen for any household firework use during the anticipatory guidance portion of well-child checks, which we believe would improve patient safety and decrease injury rates.

Ciprofloxacin is an antibiotic used in osteoarticular infections owing to its very good bone penetration. Very few pharmacokinetic data are available in this population.

To investigate oral ciprofloxacin population pharmacokinetics in adult patients treated for osteoarticular infections and propose guidance for more effective dosing.

A retrospective population-pharmacokinetic analysis was performed on 92 consecutive hospitalized patients in the orthopaedic department. Ciprofloxacin plasma samples were obtained on one or two occasions during treatment. Plasma concentration was measured using ultra-performance liquid chromatography system coupled with tandem mass spectrometry. Data analysis was performed using a non-linear mixed-effect approach via Monolix 2019R2.

A total of 397 plasma samples were obtained with 11.5% and 41.6% of patients being below the therapeutic target for Gram-negative and staphylococcal infections, respectively. Ciprofloxacin pharmacokinetics were best described by a two-compartmover, both MDRD and rifampicin status were significant predictors of individual ciprofloxacin clearance. Our study suggests that individual adjustment of ciprofloxacin dose in osteoarticular infections with less-susceptible bacteria might be indicated to reach required efficacy targets.

Our goal was to evaluate the incidence and frequent sites of pulmonary vein stump thrombus (PVST) formation after pulmonary resection.

This is a prospective multicentre observational study conducted by 14 institutions in Japan. Enrolled patients underwent anatomical pulmonary resection including lobectomy, bilobectomy, pneumonectomy, left upper trisegmentectomy or lingular segmentectomy. Postoperative contrast-enhanced computed tomography was performed in the early period after the pulmonary resection to evaluate the incidence of PVST. Furthermore, univariable and multivariable analyses were performed to assess the risk factors associated with PVST using a logistic regression model.

The status of PVST based on postoperative contrast-enhanced computed tomography scans was prospectively evaluated for 1040 patients. Postoperative computed tomography evaluation was performed for 3 (range 1-84) days on average after the pulmonary resection. PVST was found in 127 (12.2%) patients with left-sided (23.3%) predominance compared to the right side (4.

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